Question
i) Formulate the dual of the following problem:
ii) Check whether is a feasible solution to the primal and
is a feasible solution to the dual.
iii) Use duality to check whether is an optimal solution to the primal.
Answer :
Word Count : 593
Let's go step by step to solve this problem numerically. --- ### Step (i): Formulate the Dual Problem The given primal problem is: \[ \text{Minimize } z = 9x_1 + 12x_2 + 15x_3 \] Subject to: \[ 2x_1 + 2x_2 + x_3 \geq 10 \] \[ 2x_1 + 3x_2 + x_3 \geq 12 \] \[ x_1 + x_2 + 5x_3 \geq 14 \] \[ x_1, x_2, x_3 \geq 0 \] #### Dual Formulation For a minimization problem with \(\geq\) constraints, the corresponding dual problem is a maximization problem with \(\leq\) constraints. - Let \( y_1, y_2, y_3 \) be the dual variables corresponding to the three constraints of the primal problem. The dual problem is: \[ \text{Maximize } w = 10y_1 + 12y_2 + 14y_3 \] Subject to: \[ 2y_1 + 2y_2 + y_3 \leq 9 \] \[ 2y_1 + 3y_2 + y_3 \leq 12 \] \[ y_1 ______ __________ ___ ________ ____ _______ _________ ___ ______ _________ _______.
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Let's go step by step to solve this problem numerically. --- ### Step (i): Formulate the Dual Problem The given primal problem is: \[ \text{Minimize } z = 9x_1 + 12x_2 + 15x_3 \] Subject to: \[ 2x_1 + 2x_2 + x_3 \geq 10 \] \[ 2x_1 + 3x_2 + x_3 \geq 12 \] \[ x_1 + x_2 + 5x_3 \geq 14 \] \[ x_1, x_2, x_3 \geq 0 \] #### Dual Formulation For a minimization problem with \(\geq\) constraints, the corresponding dual problem is a maximization problem with \(\leq\) constraints. - Let \( y_1, y_2, y_3 \) be the dual variables corresponding to the three constraints of the primal problem. The dual problem is: \[ \text{Maximize } w = 10y_1 + 12y_2 + 14y_3 \] Subject to: \[ 2y_1 + 2y_2 + y_3 \leq 9 \] \[ 2y_1 + 3y_2 + y_3 \leq 12 \] \[ y_1 ______ __________ ___ ________ ____ _______ _________ ___ ______ _________ _______.
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